The pawn shop smelled of old cigarettes and desperation. Emily, the smell, the atmosphere, made her want to run. She'd been on the verge of crying all day. There, sparkling under the harsh glare of a spotlight, was her grandmother's ring. Her heart seemed to stutter in her chest.

She felt a wave of dizziness wash over her. She gripped the edge of the display case, her knuckles white. She looked around to make sure no one could see the wetness forming in her eyes. The shop owner, a man with a receding hairline, asked her what she wanted.

She swallowed hard, trying to regain control. "How…how much?" she stammered, the words barely audible. The shop owner looked her up and down.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion hurt. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 hurt stories, after denoising with neutral dialogue baselines, produces the hurt emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hurt vector is projected through the unembedding matrix.

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244